Open Sustainable Technology

A curated list of open technology projects to sustain a stable climate, energy supply, biodiversity and natural resources.

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Digital Earth Australia Notebooks

Hosts Jupyter Notebooks, Python scripts and workflows for analysing Digital Earth Australia (DEA) satellite data and derived products.

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Sustainable Development - Knowledge Platforms - Last synced: 29 Feb 2024 - Ranking: 18.2

goes2go

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

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Sustainable Development - Environmental Satellites - Last synced: 28 Feb 2024 - Ranking: 13.0

Radiant MLHub Python Client

Open community commons for geospatial training data, machine learning models, and standards to encourage collaboration and share information.

machine-learning python python-3 python-client satellite-imagery stac

Sustainable Development - Data Catalogs and Interfaces - Last synced: 28 Feb 2024 - Ranking: 14.6

geospatial-data-catalogs

A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, and STAC Index.

amazon aws cloud-computing earth-engine geospatial geospatial-data nasa-data opan-data open-access satellite-imagery

Sustainable Development - Curated Lists - Last synced: 28 Feb 2024 - Ranking: 6.8

Satip

A library for satellite image processing providing all of the functionality necessary for retrieving, and storing EUMETSAT data.

eumetsat gis nowcasting python satellite-imagery

Sustainable Development - Environmental Satellites - Last synced: 28 Feb 2024 - Ranking: 17.6

SITS

Enables users to apply machine learning techniques for classifying image time series obtained from earth observation data cubes.

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Natural Resources - Soil and Land - Last synced: 28 Feb 2024 - Ranking: 15.5

Awesome Spectral Indices

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

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Sustainable Development - Curated Lists - Last synced: 28 Feb 2024 - Ranking: 8.2

pyTSEB

Contains Python code for Two Source Energy Balance models (Priestley-Taylor TSEB-PT, Dual Time Difference DTD and TSEB with component soil and canopy temperatures TSEB-2T) for estimating sensible and latent heat flux based on measurements of radiometric surface temperature.

canopy evapotranspiration heat radiometric-temperatures satellite-imagery soil source-energy-balance

Natural Resources - Soil and Land - Last synced: 28 Feb 2024 - Ranking: -Infinity

PV4GER

Aims at democratizing and accelerating the access to photovoltaic systems data in Germany and beyond.

ai climate-change computer-vision deep-learning deeplabv3 deepsolar inception-v3 network-planning neurips-2020 pv-systems remote-sensing renewable-energy satellite-imagery solar solar-panels

Renewable Energy - Photovoltaics and Solar Energy - Last synced: 28 Feb 2024 - Ranking: 5.2

Awesome Sentinel

A curated list of awesome tools, tutorials and APIs related to data from the Copernicus Sentinel Satellites.

awesome-list hacktoberfest open-data research satellite-imagery science space

Sustainable Development - Curated Lists - Last synced: 28 Feb 2024 - Ranking: 9.3

nasa-wildfires

Download wildfire hotspots detected by NASA satellites and the Fire Information for Resource Management System (FIRMS).

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Biosphere - Wildfire - Last synced: 28 Feb 2024 - Ranking: 9.3

sentinelhub-py

Download and process satellite imagery in Python using Sentinel Hub services.

aws ogc-services python-library satellite-imagery sentinel-hub

Sustainable Development - Environmental Satellites - Last synced: 28 Feb 2024 - Ranking: 21.6

Digital Earth Australia Coastlines

Extracting tidally-constrained annual shorelines and robust rates of coastal change from freely available Earth observation data at continental scale.

coastal-change coastal-dynamics coastlines dea digitalearthaustralia earth-observation erosion geospatial gis jupyter-notebook opendatacube python remote-sensing satellite-imagery

Hydrosphere - Coastal and Reefs - Last synced: 28 Feb 2024 - Ranking: 5.3

MODIStsp

An R package for automatic download and preprocessing of MODIS Land Products Time-Series.

gdal modis modis-data modis-land-products peer-reviewed preprocessing r r-package remote-sensing rstats satellite-imagery time-series

Sustainable Development - Environmental Satellites - Last synced: 28 Feb 2024 - Ranking: 13.8

eeExtra

A ninja python package that unifies the Google Earth Engine ecosystem.

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Sustainable Development - Data Catalogs and Interfaces - Last synced: 28 Feb 2024 - Ranking: 15.2

Global Forest Watch

An online, global and near real-time forest monitoring tool.

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Biosphere - Forest Observation and Management - Last synced: 28 Feb 2024 - Ranking: 10.1

sentinelsat

Makes searching, downloading and retrieving the metadata of Sentinel satellite images from the Copernicus Open Access Hub easy.

copernicus esa geographic-data hacktoberfest open-data remote-sensing satellite-imagery sentinel

Sustainable Development - Environmental Satellites - Last synced: 28 Feb 2024 - Ranking: 20.7

xarray-sentinel

Easily access and explore the SAR data products of the Copernicus Sentinel-1 satellite mission in Python.

copernicus earth-observation radar remote-sensing sar satellite-imagery sentinel-1 synthetic-aperture-radar xarray

Sustainable Development - Environmental Satellites - Last synced: 28 Feb 2024 - Ranking: 13.5

EODAG

Gives you an easy way to access products from more than 10 earth observation providers, with more than 50 different product types (Sentinel 1, Sentinel 2, Sentinel 3, Landsat, etc.) that can be searched and downloaded.

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Sustainable Development - Data Catalogs and Interfaces - Last synced: 28 Feb 2024 - Ranking: 17.6

Callisto-Dataset-Collection

A list of datasets aiming to enable Artificial Intelligence applications that use Earth Observation, satellite and other data.

data-repository dataset datasets deep-learning machine-learning machine-learning-datasets remote-sensing satellite-imagery

Sustainable Development - Curated Lists - Last synced: 28 Feb 2024 - Ranking: 6.9

EOReader

A remote-sensing opensource python library reading optical and SAR constellations, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

cosmo-skymed earth-observation geopandas iceye landsat maxar planetscope pleiades radarsat rasterio remote-sensing saocom sar satellite-imagery sentinel-1 sentinel-2 sentinel-3 terrasar worldview xarray

Sustainable Development - Environmental Satellites - Last synced: 28 Feb 2024 - Ranking: 14.7